{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "f915520c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "##玉玦图\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 数据\n",
    "sizes = [37.5, 29.2, 20.8, 12.5]  # 各个环的百分比\n",
    "labels = ['>=20', '>=30', '>=40', '>=50']  # 标签\n",
    "colors = ['#FF6B6B', '#FFD93D', '#4ECDC4', '#1A535C']  # 每个环的颜色\n",
    "\n",
    "# 绘制环形图\n",
    "fig, ax = plt.subplots(figsize=(8, 8))\n",
    "\n",
    "# 使用多个环形绘制\n",
    "widths = [0.3, 0.3, 0.3, 0.3]  # 每个环的宽度\n",
    "radii = [1.3, 1.0, 0.7, 0.4]  # 每个环的半径\n",
    "\n",
    "for i, (size, width, radius, color, label) in enumerate(zip(sizes, widths, radii, colors, labels)):\n",
    "    wedges, _ = ax.pie([size, 100 - size], radius=radius, colors=[color, 'none'], startangle=90,\n",
    "                       wedgeprops=dict(width=width, edgecolor='white'))\n",
    "    # 添加百分比和标签\n",
    "    ax.text(0, radius - width / 2, f\"{size}%\", ha='center', va='center', color='white', fontsize=12)\n",
    "    ax.text(-1.5, radius - width / 2, label, ha='right', va='center', color='white', fontsize=12)\n",
    "\n",
    "fig.patch.set_facecolor('#1E2A38')\n",
    "ax.set_facecolor('#1E2A38')\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "plt.title('2022年上半年龄分布')\n",
    "ax.axis('equal')\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.4"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
